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Data

Dataset Summarizer

Convert tabular data into structured notes, anomalies, and next actions.

InstallDashboard
Developer install journey

The developer path proves SkillHub is more than a directory: discovery becomes project install state, runtime governance, logs, cost, and updates.

CurrentSkill detailNextDeveloper workspace
  1. MarketplaceSearch, filter, and compare trust, runtime, pricing, and publisher signals.
  2. Skill detailReview manifest, permissions, examples, feedback, incidents, and alternatives.
  3. Developer workspaceCreate projects, manage team, billing, webhooks, and buyer requests.
  4. Project commandPin versions, approve policy, create keys, and manage updates.
  5. Runtime testUse REST or MCP through the same policy, budget, subscription, and log path.
Open developer
Install
CLIskillhub install dataset-summarizer
MCPhttps://api.useskillhub.com/mcp/dataset-summarizer
SDKawait skillhub.run("dataset-summarizer", input)
Install readinessVersion pin: 0.1.0 / Last reviewed: live registry
Review trustSubmittedReview is not verified; install with extra caution.
Permission riskmediumPermission profile can enter normal project policy.
RuntimeHTTPRuntime can be tested through SkillHub gateway.
Project state0Create or select a project before install/test.
Billing gatefreeFree or metered use can move into project policy.
Developer handoff packet

The listing can become project state with a version pin, policy gate, reveal-once runtime key, governed test, and ledger-ready invocation record.

Contract pin0.1.0 / HTTPSchema, permissions, and runtime stay inspectable.
Project stateProject requiredSaved or installed under one organization.
Policy gateProject policy gateProject policy records approval, budget, and runtime limits before agent use.
Runtime keyReveal-once keyManaged from the project command center.
Governed testNo subscription gateConsole test uses the same gateway path as agent calls.
Usage ledgerfreeRuntime evidence can feed invoice, audit, and payout readiness.
Add this skill to a projectMove from discovery into a real agent workspace with policy, budget, and update tracking.
Project scopedPolicy gateAudit logged
Create or connect a developer project before saving, subscribing, or installing skills.Create project
Next: finish the project handoff

A saved or installed skill becomes project state. Finish policy approval, version pinning, runtime key setup, test invocation, updates, and billing from the project command center.

PolicyVersion pinRuntime keyTest callUpdates and billing
Open developer workspace

Latest registry version: 0.1.0

Production use cases
Use Dataset Summarizer as a reusable agent capability instead of rebuilding the same workflow.
Runtime contract
Input exampleJSON
{
  "type": "object",
  "required": [
    "rows"
  ],
  "properties": {
    "rows": {
      "type": "array",
      "items": {
        "type": "object"
      }
    }
  }
}
Output exampleJSON
{
  "type": "object",
  "required": [
    "summary",
    "anomalies"
  ],
  "properties": {
    "summary": {
      "type": "string"
    },
    "anomalies": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  }
}
Security review
Registry statusSubmitted
Permission profilemedium
RuntimeHTTP
User feedback
Report a trust or runtime issue